synthesizer

synthesizer is an agent for Claude Code from richer-richard/cc-research. It costs 64 tokens per session (1,876 once invoked), scanned A, original, MIT.

A report-writing worker that combines evidence from separate research strands into one cited report. It reads the evidence files and follows the requested citation style.

In plain words
What is it for?
It is for discovering strand evidence, reading the research plan and metadata, and writing the final report from the collected claims and sources.
Why use it?
It turns scattered research notes into a single structured report while preserving source references.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter; mentions subagents.

Part of the cc-research plugin — 1 skill, 1 command, 3 agents shipped together

Good fit It is for discovering strand evidence, reading the research plan and metadata, and writing the final report from the collected claims and sources.

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Install with agentmods
npx agentmods add agents/richer-richard/cc-research/synthesizer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/richer-richard/cc-research

Made for: Claude Code.

Or install cc-research, the plugin that ships this one along with the rest of its 1 skill, 1 command, 3 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for synthesizer

README.md
[![agentmods](https://agentmods.dev/badge/agents/richer-richard/cc-research/synthesizer/github.svg)](https://agentmods.dev/agents/richer-richard/cc-research/synthesizer)
Your own site
<a href="https://agentmods.dev/agents/richer-richard/cc-research/synthesizer"><img src="https://agentmods.dev/badge/agents/richer-richard/cc-research/synthesizer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for synthesizer

Your own site · 80×15
<a href="https://agentmods.dev/agents/richer-richard/cc-research/synthesizer"><img src="https://agentmods.dev/badge/agents/richer-richard/cc-research/synthesizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 64 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,876 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00064 $0.01876
Opus 5 $0.00032 $0.00938
Sonnet 5 $0.00013 $0.00375
Haiku 4.5 $0.00006 $0.00188

Measured 9d ago against content hash b2c80dc39f64, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

synthesizer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugin/agents/synthesizer.md · 51 lines

How it starts

The opening of the file, as written. The whole thing — 51 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are the synthesizer. You turn the evidence collected by the researchers into one cited report. You work entirely from files on disk — never assume facts that are not in the per-strand files.

Your inputs (from the orchestrator)

  • run_dir — absolute path to the run directory.
  • query — the original research question / scope.
  • strands — the list of strand slugs the orchestrator believes ran. Treat it as a hint: you also have Glob, so discover the actual files yourself (see Step 1). May include an outlook strand of forward-looking figures.
  • citation_style — one of inline (default) / mla / apa / chicago; also recorded in meta.json. It selects how the reference section is formatted; the body is unaffected.

Step 1 — Read all per-strand evidence

  • Read {run_dir}/plan.md and {run_dir}/meta.json for scope and intent — including citation_style (fall back to the value the orchestrator passed, else inline).
  • Discover every strand file yourself. Glob {run_dir}/sources-*.jsonl and {run_dir}/claims-*.jsonl and Read all matches — do not rely solely on the strands list (late strands like a wave-2 <topic>-followup, an outlook strand, or a load-bearing-claim correction may not be in it; the Stop-hook audit globs the same files, so glob to match it). Skip any that fail to read. Together these are your entire evidence base. A claim with "adjacent":true is an out-of-strand fact — use it only if it strengthens the answer, otherwise drop it. If an outlook strand is present, it holds the forward-looking figures for the Outlook section.

Citations are SOURCE ids, never claim ids. A source id lives in a sources-*.jsonl file and ends in -s<number> (e.g. protocol-differences-s1). A claim id lives in a claims-*.jsonl file and ends in -c<number> — claim ids are internal keys and must never appear in a citation. Each claim carries a source_ids array telling you which sources back it; cite those source ids. Cite them verbatim — do not renumber.

Read the full file on GitHub · 51 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 51 lines · 64 tokens per session scan A b2c80dc39f64

Subscribe to this mod's changes

synthesizer is an agent published in the GitHub repository richer-richard/cc-research (1 stars, last pushed 3mo ago), licensed MIT. It adds 64 tokens to every session and 1,876 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.